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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    The Linux Foundation

    Linux for Developers

    Skills you'll gain: Package and Software Management, Linux, Command-Line Interface, File Systems, Unix Commands, Linux Administration, Linux Commands, User Accounts, System Configuration, Performance Tuning, System Monitoring, Operating Systems, Network Monitoring, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    Niel Asher Education

    Yoga for Every Body

    Skills you'll gain: Rehabilitation, Exercise Therapy, Adaptive Equipment, Mindfulness, Sports Medicine, Physical Therapy, Athletic Training, Clinical Practices, Kinesiology, Injury Prevention, Anatomy, Adaptability, Stress Management, Human Musculoskeletal System

    Beginner · Course · 1 - 3 Months

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    Khalifa University

    AI for Executives

    Skills you'll gain: Data Strategy, Customer Relationship Management (CRM) Software, AI Personalization, AI Enablement, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, Data Preprocessing, Transfer Learning, Data Quality, Customer Data Management, Sales Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing

    Beginner · Specialization · 3 - 6 Months

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    Yonsei University

    First Step Korean

    Skills you'll gain: Language Competency, Grammar, Writing, Vocabulary, Literacy, Culture

    4.9
    Rating, 4.9 out of 5 stars
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    53K reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Web Applications for Everybody

    Skills you'll gain: Database Design, SQL, MySQL, PHP (Scripting Language), Relational Databases, JSON, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Data Modeling, Database Application, Database Development, Debugging, Web Applications, Object Oriented Programming (OOP), Web Development, Secure Coding, Javascript

    4.7
    Rating, 4.7 out of 5 stars
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    9.3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    AI CERTs

    AI for Human Resources

    Skills you'll gain: HR Tech, Responsible AI, Human Resources, People Analytics, Data Ethics, Applicant Tracking Systems, AI Enablement, Employee Performance Management, Recruitment, Talent Recruitment, Workforce Development, Artificial Intelligence, Employee Engagement, Diversity and Inclusion, Generative AI, Generative AI Agents

    Beginner · Course · 1 - 3 Months

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    Coursera

    OpenTelemetry for Unified Observability

    Skills you'll gain: .NET Framework, Prometheus (Software), Cloud-Native Computing, Site Reliability Engineering, Kubernetes, Data Import/Export, Application Programming Interface (API), Data Analysis Software

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google

    Design a User Experience for Social Good & Prepare for Jobs

    Skills you'll gain: User Experience Design, User Centered Design, Persona (User Experience), Responsive Web Design, Human Centered Design, Design, Design Research, Design Thinking, Usability Testing, Prototyping, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
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    5K reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Copyright for Multimedia

    Skills you'll gain: Intellectual Property, Data Sharing, Multimedia, Music, Video Production, Electronic Media, Law, Regulation, and Compliance, Photography

    4.6
    Rating, 4.6 out of 5 stars
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    437 reviews

    Mixed · Course · 1 - 3 Months

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    AI CERTs

    AI for Healthcare

    Skills you'll gain: Medical Imaging, Healthcare Ethics, Machine Learning, Predictive Modeling, Healthcare Industry Knowledge, Health Informatics, Natural Language Processing, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Patient Observation, Generative AI Agents, AI Personalization, Diagnostic Tests, Treatment Planning, Generative AI, Computer Science, Medical Support, Business Strategy, Business

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Introduction to Generative AI in Finance

    Skills you'll gain: Generative AI, Fraud detection, AI Personalization, Financial Regulation, Predictive Analytics, Financial Services, Personalized Service, Financial Forecasting, Financial Trading, Retail Banking, Financial Reporting, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Automation

    3.6
    Rating, 3.6 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular math for machine learning courses

  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Linux for Developers: The Linux Foundation
  • Yoga for Every Body: Niel Asher Education
  • AI for Executives: Khalifa University
  • First Step Korean: Yonsei University
  • Web Applications for Everybody: University of Michigan
  • AI for Human Resources: AI CERTs
  • OpenTelemetry for Unified Observability: Coursera
  • Design a User Experience for Social Good & Prepare for Jobs: Google
  • Copyright for Multimedia: Duke University

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